AI-Native Developer for creating the Longevity prototype "Family P" (Stack: Claude Code + Lovable)

Hello! I have experience in Flutter development, your project is really interesting, if you are very interested I can show you the development process, how a quality application architecture is built that can be scaled in the future. Can you tell me what the application is about? And what are its goals?

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Thank you for the detailed description — it is clear that you have not just an “MVP application,” but a systematic vision for the product.

I will be frank: the format of “only an individual freelancer” is logical for a quick start, but in such projects, the main risks appear a bit later — at the level of architecture, integrations (BLE, CGM, SDK), and stability. This is usually where AI-first approaches “break down” if there is no experience in production delivery.

Therefore, I will propose a different approach that gives you the same direct contact and speed, but without these risks.

I am the CEO of Mobiwolf, and I will personally select one strong developer for your project (with experience in BLE / mobile / integrations), who will be your main contact and will effectively work as that same “individual freelancer.”
From my side — I will remain in the role of technical supervisor to:
• prevent architectural mistakes at an early stage
… • assist with integration solutions (JCRing, CGM, health data)
• maintain a balance between the AI-first approach and the actual stability of the product

Our value here is not to “write a prototype,” but to ensure that it does not need to be rewritten in 2–3 months.

Regarding your stack and approach:

AI-first — I support it, but from practice:
• Claude / LLM works well for code generation and rapid iterations
• but BLE, real-time data, and hardware integrations almost always require manual control and debugging
• no-code UI (Lovable) can be used for the prototype, but it is important to immediately lay the groundwork for transitioning to production solutions

What we would propose:
• a quick launch of the prototype (mobile + backend) with minimal but correct architecture
• isolation of integrations (BLE / CGM / SDK) so they can be scaled
• a clean data model (Supabase/Firebase — okay, but depends on the use case)
• assistance for you as a founder to understand the system (without a “black box”)

Honestly about the timing: we will be able to fully start in about 3 weeks.
But we can already discuss the approach and help you avoid going in the wrong direction at the start.

A few important questions that affect the architecture:
• what is the main use case for the MVP: tracking, analytics, or recommendations?
• is there already access to the JCRing SDK and have you tested the BLE integration?
• is CGM a specific provider or do we need to create an abstraction for several?
• do you plan real-time data processing or is batch/async sufficient?
• what level of privacy/security do you expect (this is critical for health data)?

I propose the next step:
let's move to a private chat — you can share your current vision/materials, and I will provide specific feedback.

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Good day!
My name is Valentin, and I represent Arctic Web Agency. We are a team that specializes in creating modern and effective solutions for business. I can provide examples of our similar work in personal messages. We are ready to take your project to work!

Sincerely,
Arctic Web Team
Freelancehunt

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Hello! 👋
I do not just draw, but I DESIGN websites and platforms for over 5 years.

Please take a look at my portfolio and make sure of my expertise:
Freelancehunt

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Hello!

I carefully read the description and looked at the attached designs (Hybrid Architecture WI DAO, Pattern Matrix, eR Pillars, Clinical View) — this is an ambitious and very interesting project. It is personally close to me: I am currently working on my own health AI project in the medical niche, reading research, understanding the challenges with regulation and data. Therefore, the context and topic resonate.

What I can take on:
1. Backend architecture in Python/FastAPI or Node, active work through Claude Code
2. Supabase — setup, data structure, RLS, auth
3. AI logic for eR Vitality Index — aggregation of 5 pillars (Psyche, Metabolism, Movement, Sleep, Cell Energy), scoring through Claude API, prompt engineering for Pattern Matrix and Predictive Advice
4. OCR and digitization of blood tests — this is my area of expertise, I have production experience with document processing pipelines (Vision AI + LLM classification + structured results)
… 5. Mobile development for iOS and Android through Claude Code — I have experience with the native iOS ecosystem (Xcode, provisioning, TestFlight) on a project to restore a Xamarin application
6. BLE integration with JCRing X3 SDK — provided that the SDK is documented and you provide a test device (more on this below)
7. CGM API integration — depends on the brand, but technically this is a REST API + data parsing, my area
8. Integration of a web dashboard with Supabase

Before the final assessment, I want to clarify a few technical points — they critically affect the scope, timelines, and risks, + I described the phases of project implementation: https://www.notion.so/scope-33cea80ec594808ca4d5f0feb9d892d3?source=copy_link

My technical environment:
1. macOS on M1 — Xcode for iOS development and TestFlight deployment works natively
2. iPhone 13 for testing the iOS application
3. Android Studio — for the Android part, Windows or Linux will be needed. Here, the option is: either I will connect to your RDP server (as I work with other clients), or allocate a small VPS/dedicated machine for building in the budget. This is not a blocker, just an organizational issue

Regarding the work format and payment:
I work on a fixed-price basis with milestones — this allows for honest fixation of scope and progress. Hourly is also possible, especially in research/exploratory stages where the scope is not yet defined (for example, initial research on the SDK and writing a prototype for BLE connection).
My rate: $45/hr or equivalent in fixed price per milestones.

I suggest a short call (30-45 minutes) so I can look at the SDK documentation, we discuss priorities, and honestly assess the fit. If everything aligns after the call — we start with Phase 0.

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Hello, I have experience in AI development (lovable + claude code)
Write to me privately, we will discuss the tasks
I will be happy to help you!

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Hello, Roman!
I am a mobile app developer with experience and actively use AI in development for automation and speeding up coding.
I am interested in the project, so I am ready to collaborate.
My portfolio: Freelancehunt

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Hello. The project sounds interesting, I am ready to join the development of the MVP for a narrow circle of users. I work as an individual freelancer, have experience in API integration, working with BLE devices, building rapid prototypes, and an AI-first approach.

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